The Collaborative International Dictionary of English v.0.48:

Whithersoever \Whith`er*so*ev"er\, adv. [Whither + soever.]
   To whatever place; to what place soever; wheresoever; as, I
   will go whithersoever you lead.
   [1913 Webster]